Jonathan Kwiatkowski

Data Science Portfolio

Hi I'm Jon. I am passionate about solving business problems using Data Science & Machine Learning. I systematically & creatively use my skillset to add tangible value to the team, the business, and the end-user. I am constantly learning with a curious mindset and am always looking to improve. My portfolio focuses on recent projects, with a strong emphasis on business impact. Please visit my Github and LinkedIn pages (or download my Resume) by using the links below!

Tags in Projects

AB Testing 1
Association Rule Learning 1
CNN 1
Causal Impact Analysis 1
Chi-Square 1
Classification 1
Clustering 1
Computer Vision 1
Customer Loyalty 1
Customer Segmentation 1
Customer Targeting 1
Data Science 1
Deep Learning 1
Hypothesis Testing 1
Machine Learning 4
PCA 1
Primes 1
Python 9
Regression 1

AB Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Association Rule Learning

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

CNN

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Causal Impact Analysis

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Chi-Square

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Classification

Enhancing Targeting Accuracy Using ML | 54 minute read

Clustering

The "You Are What You Eat" Customer Segmentation | 14 minute read

Computer Vision

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Customer Loyalty

Predicting Customer Loyalty Using ML | 36 minute read

Customer Segmentation

The "You Are What You Eat" Customer Segmentation | 14 minute read

Customer Targeting

Enhancing Targeting Accuracy Using ML | 54 minute read

Data Science

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Deep Learning

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Hypothesis Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Machine Learning

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

Predicting Customer Loyalty Using ML | 36 minute read

PCA

Compressing Feature Space For Classification Using PCA | 12 minute read

Primes

Finding Prime Numbers with Python | 8 minute read

Python

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

Predicting Customer Loyalty Using ML | 36 minute read

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Finding Prime Numbers with Python | 8 minute read

Regression

Predicting Customer Loyalty Using ML | 36 minute read